Consensus Control of Distributed Battery Energy Storage Devices in Smart Grids Article Swipe
YOU?
·
· 2021
· Open Access
·
· DOI: https://doi.org/10.5772/intechopen.93409
One of the major challenges of existing highly distributed smart grid system is the centralized supervisory control and data acquisition (SCADA) system, which suffers from single point of failure. This chapter introduces a novel distributed control algorithm for distributed energy storage devices in smart grids that can communicate with the neighboring storage units and share information in order to achieve a global objective. These global objectives include voltage regulation, frequency restoration, and active/reactive power sharing (demand response). Consensus theory is used to develop controllers for multiple energy storage devices in a cyber-physical environment, where the cyber layer includes the communication system between the storage devices and the physical layer includes the actual control and closed-loop system. Detailed proof of designs is introduced to ensure the stability and convergence of the proposed designs. Finally, the designed algorithms are validated using time-domain simulations in IEEE 14-bus system using MATLAB software.
Related Topics
- Type
- book-chapter
- Language
- en
- Landing Page
- https://doi.org/10.5772/intechopen.93409
- OA Status
- hybrid
- Cited By
- 1
- References
- 23
- Related Works
- 10
- OpenAlex ID
- https://openalex.org/W3132731566
Raw OpenAlex JSON
- OpenAlex ID
-
https://openalex.org/W3132731566Canonical identifier for this work in OpenAlex
- DOI
-
https://doi.org/10.5772/intechopen.93409Digital Object Identifier
- Title
-
Consensus Control of Distributed Battery Energy Storage Devices in Smart GridsWork title
- Type
-
book-chapterOpenAlex work type
- Language
-
enPrimary language
- Publication year
-
2021Year of publication
- Publication date
-
2021-02-17Full publication date if available
- Authors
-
Javad Khazaei, Đình Hòa NguyễnList of authors in order
- Landing page
-
https://doi.org/10.5772/intechopen.93409Publisher landing page
- Open access
-
YesWhether a free full text is available
- OA status
-
hybridOpen access status per OpenAlex
- OA URL
-
https://doi.org/10.5772/intechopen.93409Direct OA link when available
- Concepts
-
SCADA, Smart grid, Computer science, Single point of failure, Distributed computing, Energy storage, Cyber-physical system, Distributed generation, Embedded system, Engineering, Power (physics), Electrical engineering, Renewable energy, Operating system, Quantum mechanics, PhysicsTop concepts (fields/topics) attached by OpenAlex
- Cited by
-
1Total citation count in OpenAlex
- Citations by year (recent)
-
2021: 1Per-year citation counts (last 5 years)
- References (count)
-
23Number of works referenced by this work
- Related works (count)
-
10Other works algorithmically related by OpenAlex
Full payload
| id | https://openalex.org/W3132731566 |
|---|---|
| doi | https://doi.org/10.5772/intechopen.93409 |
| ids.doi | https://doi.org/10.5772/intechopen.93409 |
| ids.mag | 3132731566 |
| ids.openalex | https://openalex.org/W3132731566 |
| fwci | 0.89996784 |
| type | book-chapter |
| title | Consensus Control of Distributed Battery Energy Storage Devices in Smart Grids |
| biblio.issue | |
| biblio.volume | |
| biblio.last_page | |
| biblio.first_page | |
| topics[0].id | https://openalex.org/T10223 |
| topics[0].field.id | https://openalex.org/fields/22 |
| topics[0].field.display_name | Engineering |
| topics[0].score | 0.9995999932289124 |
| topics[0].domain.id | https://openalex.org/domains/3 |
| topics[0].domain.display_name | Physical Sciences |
| topics[0].subfield.id | https://openalex.org/subfields/2207 |
| topics[0].subfield.display_name | Control and Systems Engineering |
| topics[0].display_name | Microgrid Control and Optimization |
| topics[1].id | https://openalex.org/T10917 |
| topics[1].field.id | https://openalex.org/fields/22 |
| topics[1].field.display_name | Engineering |
| topics[1].score | 0.9994999766349792 |
| topics[1].domain.id | https://openalex.org/domains/3 |
| topics[1].domain.display_name | Physical Sciences |
| topics[1].subfield.id | https://openalex.org/subfields/2207 |
| topics[1].subfield.display_name | Control and Systems Engineering |
| topics[1].display_name | Smart Grid Security and Resilience |
| topics[2].id | https://openalex.org/T10603 |
| topics[2].field.id | https://openalex.org/fields/22 |
| topics[2].field.display_name | Engineering |
| topics[2].score | 0.9962999820709229 |
| topics[2].domain.id | https://openalex.org/domains/3 |
| topics[2].domain.display_name | Physical Sciences |
| topics[2].subfield.id | https://openalex.org/subfields/2208 |
| topics[2].subfield.display_name | Electrical and Electronic Engineering |
| topics[2].display_name | Smart Grid Energy Management |
| is_xpac | False |
| apc_list | |
| apc_paid | |
| concepts[0].id | https://openalex.org/C113863187 |
| concepts[0].level | 2 |
| concepts[0].score | 0.6639633178710938 |
| concepts[0].wikidata | https://www.wikidata.org/wiki/Q17498 |
| concepts[0].display_name | SCADA |
| concepts[1].id | https://openalex.org/C10558101 |
| concepts[1].level | 2 |
| concepts[1].score | 0.6629045009613037 |
| concepts[1].wikidata | https://www.wikidata.org/wiki/Q689855 |
| concepts[1].display_name | Smart grid |
| concepts[2].id | https://openalex.org/C41008148 |
| concepts[2].level | 0 |
| concepts[2].score | 0.6006045341491699 |
| concepts[2].wikidata | https://www.wikidata.org/wiki/Q21198 |
| concepts[2].display_name | Computer science |
| concepts[3].id | https://openalex.org/C165136773 |
| concepts[3].level | 2 |
| concepts[3].score | 0.543279767036438 |
| concepts[3].wikidata | https://www.wikidata.org/wiki/Q1363179 |
| concepts[3].display_name | Single point of failure |
| concepts[4].id | https://openalex.org/C120314980 |
| concepts[4].level | 1 |
| concepts[4].score | 0.5280258059501648 |
| concepts[4].wikidata | https://www.wikidata.org/wiki/Q180634 |
| concepts[4].display_name | Distributed computing |
| concepts[5].id | https://openalex.org/C73916439 |
| concepts[5].level | 3 |
| concepts[5].score | 0.5199509859085083 |
| concepts[5].wikidata | https://www.wikidata.org/wiki/Q837718 |
| concepts[5].display_name | Energy storage |
| concepts[6].id | https://openalex.org/C179768478 |
| concepts[6].level | 2 |
| concepts[6].score | 0.47696125507354736 |
| concepts[6].wikidata | https://www.wikidata.org/wiki/Q1120057 |
| concepts[6].display_name | Cyber-physical system |
| concepts[7].id | https://openalex.org/C544738498 |
| concepts[7].level | 3 |
| concepts[7].score | 0.4713197350502014 |
| concepts[7].wikidata | https://www.wikidata.org/wiki/Q861135 |
| concepts[7].display_name | Distributed generation |
| concepts[8].id | https://openalex.org/C149635348 |
| concepts[8].level | 1 |
| concepts[8].score | 0.3448818027973175 |
| concepts[8].wikidata | https://www.wikidata.org/wiki/Q193040 |
| concepts[8].display_name | Embedded system |
| concepts[9].id | https://openalex.org/C127413603 |
| concepts[9].level | 0 |
| concepts[9].score | 0.3442227840423584 |
| concepts[9].wikidata | https://www.wikidata.org/wiki/Q11023 |
| concepts[9].display_name | Engineering |
| concepts[10].id | https://openalex.org/C163258240 |
| concepts[10].level | 2 |
| concepts[10].score | 0.20123344659805298 |
| concepts[10].wikidata | https://www.wikidata.org/wiki/Q25342 |
| concepts[10].display_name | Power (physics) |
| concepts[11].id | https://openalex.org/C119599485 |
| concepts[11].level | 1 |
| concepts[11].score | 0.14709049463272095 |
| concepts[11].wikidata | https://www.wikidata.org/wiki/Q43035 |
| concepts[11].display_name | Electrical engineering |
| concepts[12].id | https://openalex.org/C188573790 |
| concepts[12].level | 2 |
| concepts[12].score | 0.10087341070175171 |
| concepts[12].wikidata | https://www.wikidata.org/wiki/Q12705 |
| concepts[12].display_name | Renewable energy |
| concepts[13].id | https://openalex.org/C111919701 |
| concepts[13].level | 1 |
| concepts[13].score | 0.09186771512031555 |
| concepts[13].wikidata | https://www.wikidata.org/wiki/Q9135 |
| concepts[13].display_name | Operating system |
| concepts[14].id | https://openalex.org/C62520636 |
| concepts[14].level | 1 |
| concepts[14].score | 0.0 |
| concepts[14].wikidata | https://www.wikidata.org/wiki/Q944 |
| concepts[14].display_name | Quantum mechanics |
| concepts[15].id | https://openalex.org/C121332964 |
| concepts[15].level | 0 |
| concepts[15].score | 0.0 |
| concepts[15].wikidata | https://www.wikidata.org/wiki/Q413 |
| concepts[15].display_name | Physics |
| keywords[0].id | https://openalex.org/keywords/scada |
| keywords[0].score | 0.6639633178710938 |
| keywords[0].display_name | SCADA |
| keywords[1].id | https://openalex.org/keywords/smart-grid |
| keywords[1].score | 0.6629045009613037 |
| keywords[1].display_name | Smart grid |
| keywords[2].id | https://openalex.org/keywords/computer-science |
| keywords[2].score | 0.6006045341491699 |
| keywords[2].display_name | Computer science |
| keywords[3].id | https://openalex.org/keywords/single-point-of-failure |
| keywords[3].score | 0.543279767036438 |
| keywords[3].display_name | Single point of failure |
| keywords[4].id | https://openalex.org/keywords/distributed-computing |
| keywords[4].score | 0.5280258059501648 |
| keywords[4].display_name | Distributed computing |
| keywords[5].id | https://openalex.org/keywords/energy-storage |
| keywords[5].score | 0.5199509859085083 |
| keywords[5].display_name | Energy storage |
| keywords[6].id | https://openalex.org/keywords/cyber-physical-system |
| keywords[6].score | 0.47696125507354736 |
| keywords[6].display_name | Cyber-physical system |
| keywords[7].id | https://openalex.org/keywords/distributed-generation |
| keywords[7].score | 0.4713197350502014 |
| keywords[7].display_name | Distributed generation |
| keywords[8].id | https://openalex.org/keywords/embedded-system |
| keywords[8].score | 0.3448818027973175 |
| keywords[8].display_name | Embedded system |
| keywords[9].id | https://openalex.org/keywords/engineering |
| keywords[9].score | 0.3442227840423584 |
| keywords[9].display_name | Engineering |
| keywords[10].id | https://openalex.org/keywords/power |
| keywords[10].score | 0.20123344659805298 |
| keywords[10].display_name | Power (physics) |
| keywords[11].id | https://openalex.org/keywords/electrical-engineering |
| keywords[11].score | 0.14709049463272095 |
| keywords[11].display_name | Electrical engineering |
| keywords[12].id | https://openalex.org/keywords/renewable-energy |
| keywords[12].score | 0.10087341070175171 |
| keywords[12].display_name | Renewable energy |
| keywords[13].id | https://openalex.org/keywords/operating-system |
| keywords[13].score | 0.09186771512031555 |
| keywords[13].display_name | Operating system |
| language | en |
| locations[0].id | doi:10.5772/intechopen.93409 |
| locations[0].is_oa | True |
| locations[0].source.id | https://openalex.org/S4306463448 |
| locations[0].source.issn | |
| locations[0].source.type | ebook platform |
| locations[0].source.is_oa | False |
| locations[0].source.issn_l | |
| locations[0].source.is_core | False |
| locations[0].source.is_in_doaj | False |
| locations[0].source.display_name | IntechOpen eBooks |
| locations[0].source.host_organization | https://openalex.org/P4310322558 |
| locations[0].source.host_organization_name | IntechOpen |
| locations[0].source.host_organization_lineage | https://openalex.org/P4310322558 |
| locations[0].source.host_organization_lineage_names | IntechOpen |
| locations[0].license | cc-by |
| locations[0].pdf_url | |
| locations[0].version | publishedVersion |
| locations[0].raw_type | book-chapter |
| locations[0].license_id | https://openalex.org/licenses/cc-by |
| locations[0].is_accepted | True |
| locations[0].is_published | True |
| locations[0].raw_source_name | AI and Learning Systems - Industrial Applications and Future Directions |
| locations[0].landing_page_url | https://doi.org/10.5772/intechopen.93409 |
| locations[1].id | pmh:oai:intechopen.com:73045 |
| locations[1].is_oa | True |
| locations[1].source.id | https://openalex.org/S4306401291 |
| locations[1].source.issn | |
| locations[1].source.type | repository |
| locations[1].source.is_oa | False |
| locations[1].source.issn_l | |
| locations[1].source.is_core | False |
| locations[1].source.is_in_doaj | False |
| locations[1].source.display_name | Contact-less Assessment of In-vivo Body Signals Using Microwave Doppler Radar (InTech) |
| locations[1].source.host_organization | https://openalex.org/I4210154139 |
| locations[1].source.host_organization_name | Intech (Slovakia) |
| locations[1].source.host_organization_lineage | https://openalex.org/I4210154139 |
| locations[1].license | cc-by-nc |
| locations[1].pdf_url | |
| locations[1].version | submittedVersion |
| locations[1].raw_type | 08 |
| locations[1].license_id | https://openalex.org/licenses/cc-by-nc |
| locations[1].is_accepted | False |
| locations[1].is_published | False |
| locations[1].raw_source_name | http://www.intechopen.com/chapter/pdf-download/73045 |
| locations[1].landing_page_url | http://www.intechopen.com/articles/show/title/consensus-control-of-distributed-battery-energy-storage-devices-in-smart-grids |
| indexed_in | crossref |
| authorships[0].author.id | https://openalex.org/A5041147963 |
| authorships[0].author.orcid | https://orcid.org/0000-0001-5595-7641 |
| authorships[0].author.display_name | Javad Khazaei |
| authorships[0].author_position | first |
| authorships[0].raw_author_name | Javad Khazaei |
| authorships[0].is_corresponding | False |
| authorships[1].author.id | https://openalex.org/A5027482001 |
| authorships[1].author.orcid | https://orcid.org/0000-0003-3318-737X |
| authorships[1].author.display_name | Đình Hòa Nguyễn |
| authorships[1].author_position | last |
| authorships[1].raw_author_name | Dinh Hoa Nguyen |
| authorships[1].is_corresponding | False |
| has_content.pdf | False |
| has_content.grobid_xml | False |
| is_paratext | False |
| open_access.is_oa | True |
| open_access.oa_url | https://doi.org/10.5772/intechopen.93409 |
| open_access.oa_status | hybrid |
| open_access.any_repository_has_fulltext | False |
| created_date | 2025-10-10T00:00:00 |
| display_name | Consensus Control of Distributed Battery Energy Storage Devices in Smart Grids |
| has_fulltext | False |
| is_retracted | False |
| updated_date | 2025-11-06T03:46:38.306776 |
| primary_topic.id | https://openalex.org/T10223 |
| primary_topic.field.id | https://openalex.org/fields/22 |
| primary_topic.field.display_name | Engineering |
| primary_topic.score | 0.9995999932289124 |
| primary_topic.domain.id | https://openalex.org/domains/3 |
| primary_topic.domain.display_name | Physical Sciences |
| primary_topic.subfield.id | https://openalex.org/subfields/2207 |
| primary_topic.subfield.display_name | Control and Systems Engineering |
| primary_topic.display_name | Microgrid Control and Optimization |
| related_works | https://openalex.org/W2615977515, https://openalex.org/W2115760278, https://openalex.org/W2146396794, https://openalex.org/W2809162650, https://openalex.org/W2388279172, https://openalex.org/W2807864071, https://openalex.org/W2617238897, https://openalex.org/W2055218442, https://openalex.org/W2593427583, https://openalex.org/W2136076430 |
| cited_by_count | 1 |
| counts_by_year[0].year | 2021 |
| counts_by_year[0].cited_by_count | 1 |
| locations_count | 2 |
| best_oa_location.id | doi:10.5772/intechopen.93409 |
| best_oa_location.is_oa | True |
| best_oa_location.source.id | https://openalex.org/S4306463448 |
| best_oa_location.source.issn | |
| best_oa_location.source.type | ebook platform |
| best_oa_location.source.is_oa | False |
| best_oa_location.source.issn_l | |
| best_oa_location.source.is_core | False |
| best_oa_location.source.is_in_doaj | False |
| best_oa_location.source.display_name | IntechOpen eBooks |
| best_oa_location.source.host_organization | https://openalex.org/P4310322558 |
| best_oa_location.source.host_organization_name | IntechOpen |
| best_oa_location.source.host_organization_lineage | https://openalex.org/P4310322558 |
| best_oa_location.source.host_organization_lineage_names | IntechOpen |
| best_oa_location.license | cc-by |
| best_oa_location.pdf_url | |
| best_oa_location.version | publishedVersion |
| best_oa_location.raw_type | book-chapter |
| best_oa_location.license_id | https://openalex.org/licenses/cc-by |
| best_oa_location.is_accepted | True |
| best_oa_location.is_published | True |
| best_oa_location.raw_source_name | AI and Learning Systems - Industrial Applications and Future Directions |
| best_oa_location.landing_page_url | https://doi.org/10.5772/intechopen.93409 |
| primary_location.id | doi:10.5772/intechopen.93409 |
| primary_location.is_oa | True |
| primary_location.source.id | https://openalex.org/S4306463448 |
| primary_location.source.issn | |
| primary_location.source.type | ebook platform |
| primary_location.source.is_oa | False |
| primary_location.source.issn_l | |
| primary_location.source.is_core | False |
| primary_location.source.is_in_doaj | False |
| primary_location.source.display_name | IntechOpen eBooks |
| primary_location.source.host_organization | https://openalex.org/P4310322558 |
| primary_location.source.host_organization_name | IntechOpen |
| primary_location.source.host_organization_lineage | https://openalex.org/P4310322558 |
| primary_location.source.host_organization_lineage_names | IntechOpen |
| primary_location.license | cc-by |
| primary_location.pdf_url | |
| primary_location.version | publishedVersion |
| primary_location.raw_type | book-chapter |
| primary_location.license_id | https://openalex.org/licenses/cc-by |
| primary_location.is_accepted | True |
| primary_location.is_published | True |
| primary_location.raw_source_name | AI and Learning Systems - Industrial Applications and Future Directions |
| primary_location.landing_page_url | https://doi.org/10.5772/intechopen.93409 |
| publication_date | 2021-02-17 |
| publication_year | 2021 |
| referenced_works | https://openalex.org/W436201961, https://openalex.org/W2052394609, https://openalex.org/W2190474077, https://openalex.org/W2593427583, https://openalex.org/W2336141656, https://openalex.org/W2401288131, https://openalex.org/W2560488049, https://openalex.org/W2793021227, https://openalex.org/W2743238037, https://openalex.org/W2920980018, https://openalex.org/W2546865946, https://openalex.org/W2766364555, https://openalex.org/W2590346977, https://openalex.org/W2771442989, https://openalex.org/W2566891707, https://openalex.org/W2889128367, https://openalex.org/W2891110412, https://openalex.org/W2945803312, https://openalex.org/W2120667236, https://openalex.org/W2071316875, https://openalex.org/W1956161257, https://openalex.org/W2162142257, https://openalex.org/W2764452474 |
| referenced_works_count | 23 |
| abstract_inverted_index.a | 32, 60, 90 |
| abstract_inverted_index.in | 42, 56, 89, 141 |
| abstract_inverted_index.is | 12, 79, 120 |
| abstract_inverted_index.of | 1, 5, 27, 118, 128 |
| abstract_inverted_index.to | 58, 81, 122 |
| abstract_inverted_index.One | 0 |
| abstract_inverted_index.and | 17, 53, 71, 105, 113, 126 |
| abstract_inverted_index.are | 136 |
| abstract_inverted_index.can | 46 |
| abstract_inverted_index.for | 37, 84 |
| abstract_inverted_index.the | 2, 13, 49, 94, 98, 102, 106, 110, 124, 129, 133 |
| abstract_inverted_index.IEEE | 142 |
| abstract_inverted_index.This | 29 |
| abstract_inverted_index.data | 18 |
| abstract_inverted_index.from | 24 |
| abstract_inverted_index.grid | 10 |
| abstract_inverted_index.that | 45 |
| abstract_inverted_index.used | 80 |
| abstract_inverted_index.with | 48 |
| abstract_inverted_index.These | 63 |
| abstract_inverted_index.cyber | 95 |
| abstract_inverted_index.grids | 44 |
| abstract_inverted_index.layer | 96, 108 |
| abstract_inverted_index.major | 3 |
| abstract_inverted_index.novel | 33 |
| abstract_inverted_index.order | 57 |
| abstract_inverted_index.point | 26 |
| abstract_inverted_index.power | 73 |
| abstract_inverted_index.proof | 117 |
| abstract_inverted_index.share | 54 |
| abstract_inverted_index.smart | 9, 43 |
| abstract_inverted_index.units | 52 |
| abstract_inverted_index.using | 138, 145 |
| abstract_inverted_index.where | 93 |
| abstract_inverted_index.which | 22 |
| abstract_inverted_index.14-bus | 143 |
| abstract_inverted_index.MATLAB | 146 |
| abstract_inverted_index.actual | 111 |
| abstract_inverted_index.energy | 39, 86 |
| abstract_inverted_index.ensure | 123 |
| abstract_inverted_index.global | 61, 64 |
| abstract_inverted_index.highly | 7 |
| abstract_inverted_index.single | 25 |
| abstract_inverted_index.system | 11, 100, 144 |
| abstract_inverted_index.theory | 78 |
| abstract_inverted_index.(SCADA) | 20 |
| abstract_inverted_index.(demand | 75 |
| abstract_inverted_index.achieve | 59 |
| abstract_inverted_index.between | 101 |
| abstract_inverted_index.chapter | 30 |
| abstract_inverted_index.control | 16, 35, 112 |
| abstract_inverted_index.designs | 119 |
| abstract_inverted_index.develop | 82 |
| abstract_inverted_index.devices | 41, 88, 104 |
| abstract_inverted_index.include | 66 |
| abstract_inverted_index.sharing | 74 |
| abstract_inverted_index.storage | 40, 51, 87, 103 |
| abstract_inverted_index.suffers | 23 |
| abstract_inverted_index.system, | 21 |
| abstract_inverted_index.system. | 115 |
| abstract_inverted_index.voltage | 67 |
| abstract_inverted_index.Detailed | 116 |
| abstract_inverted_index.Finally, | 132 |
| abstract_inverted_index.designed | 134 |
| abstract_inverted_index.designs. | 131 |
| abstract_inverted_index.existing | 6 |
| abstract_inverted_index.failure. | 28 |
| abstract_inverted_index.includes | 97, 109 |
| abstract_inverted_index.multiple | 85 |
| abstract_inverted_index.physical | 107 |
| abstract_inverted_index.proposed | 130 |
| abstract_inverted_index.Consensus | 77 |
| abstract_inverted_index.algorithm | 36 |
| abstract_inverted_index.frequency | 69 |
| abstract_inverted_index.software. | 147 |
| abstract_inverted_index.stability | 125 |
| abstract_inverted_index.validated | 137 |
| abstract_inverted_index.algorithms | 135 |
| abstract_inverted_index.challenges | 4 |
| abstract_inverted_index.introduced | 121 |
| abstract_inverted_index.introduces | 31 |
| abstract_inverted_index.objective. | 62 |
| abstract_inverted_index.objectives | 65 |
| abstract_inverted_index.response). | 76 |
| abstract_inverted_index.acquisition | 19 |
| abstract_inverted_index.centralized | 14 |
| abstract_inverted_index.closed-loop | 114 |
| abstract_inverted_index.communicate | 47 |
| abstract_inverted_index.controllers | 83 |
| abstract_inverted_index.convergence | 127 |
| abstract_inverted_index.distributed | 8, 34, 38 |
| abstract_inverted_index.information | 55 |
| abstract_inverted_index.neighboring | 50 |
| abstract_inverted_index.regulation, | 68 |
| abstract_inverted_index.simulations | 140 |
| abstract_inverted_index.supervisory | 15 |
| abstract_inverted_index.time-domain | 139 |
| abstract_inverted_index.environment, | 92 |
| abstract_inverted_index.restoration, | 70 |
| abstract_inverted_index.communication | 99 |
| abstract_inverted_index.cyber-physical | 91 |
| abstract_inverted_index.active/reactive | 72 |
| cited_by_percentile_year.max | 93 |
| cited_by_percentile_year.min | 89 |
| countries_distinct_count | 0 |
| institutions_distinct_count | 2 |
| sustainable_development_goals[0].id | https://metadata.un.org/sdg/7 |
| sustainable_development_goals[0].score | 0.8100000023841858 |
| sustainable_development_goals[0].display_name | Affordable and clean energy |
| citation_normalized_percentile.value | 0.62607499 |
| citation_normalized_percentile.is_in_top_1_percent | False |
| citation_normalized_percentile.is_in_top_10_percent | False |